{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "aee88381",
   "metadata": {},
   "source": [
    "## 介绍"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ac206f5a",
   "metadata": {},
   "source": [
    "基本的RNN数学逻辑如下"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "f121dd66",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64767aff",
   "metadata": {},
   "source": [
    "## 构建模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "69b7f225",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "858ec17d",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "\n",
    "class RNN:\n",
    "    def __init__(self, input_size, hidden_size, output_size):\n",
    "        \"\"\"初始化RNN模型\"\"\"\n",
    "        self.Wxh = np.random.randn(input_size, hidden_size) * 0.01  # 输入到隐藏层权重\n",
    "        self.Whh = (\n",
    "            np.random.randn(hidden_size, hidden_size) * 0.01\n",
    "        )  # 隐藏层到隐藏层权重\n",
    "        self.Why = (\n",
    "            np.random.randn(hidden_size, output_size) * 0.01\n",
    "        )  # 隐藏层到输出层权重\n",
    "        self.bh = np.zeros((1, hidden_size))  # 隐藏层偏置\n",
    "        self.by = np.zeros((1, output_size))  # 输出层偏置\n",
    "\n",
    "    def forward(self, xt, ht_1):\n",
    "        \"\"\"前向传播\"\"\"\n",
    "        ht = np.tanh(np.dot(xt, self.Wxh) + np.dot(ht_1, self.Whh) + self.bh)\n",
    "        yt = np.dot(ht, self.Why) + self.by\n",
    "        return ht, yt\n",
    "\n",
    "    def backward(self, x, y, h, learning_rate=0.01):\n",
    "        \"\"\"反向传播\"\"\"\n",
    "        dWxh = np.zeros_like(self.Wxh)\n",
    "        dWhh = np.zeros_like(self.Whh)\n",
    "        dWhy = np.zeros_like(self.Why)\n",
    "        dbh = np.zeros_like(self.bh)\n",
    "        dby = np.zeros_like(self.by)\n",
    "\n",
    "        dh_next = np.zeros_like(h[0])\n",
    "        loss = 0\n",
    "\n",
    "        for t in reversed(range(len(x))):\n",
    "            yt = np.dot(h[t], self.Why) + self.by\n",
    "            dy = yt - y[t]\n",
    "            loss += np.mean(dy**2) / 2\n",
    "\n",
    "            dWhy += np.dot(h[t].T, dy)\n",
    "            dby += dy\n",
    "\n",
    "            dh = np.dot(dy, self.Why.T) + dh_next\n",
    "            dtanh = 1 - h[t] ** 2\n",
    "            dh_raw = dh * dtanh\n",
    "\n",
    "            dWxh += np.dot(x[t].T, dh_raw)\n",
    "            dbh += dh_raw\n",
    "            dWhh += np.dot(h[t - 1].T, dh_raw)\n",
    "\n",
    "            dh_next = np.dot(dh_raw, self.Whh.T)\n",
    "\n",
    "        for dparam in [dWxh, dWhh, dWhy, dbh, dby]:\n",
    "            np.clip(dparam, -5, 5, out=dparam)\n",
    "\n",
    "        self.Wxh -= learning_rate * dWxh\n",
    "        self.Whh -= learning_rate * dWhh\n",
    "        self.Why -= learning_rate * dWhy\n",
    "        self.bh -= learning_rate * dbh\n",
    "        self.by -= learning_rate * dby\n",
    "\n",
    "        return loss\n",
    "\n",
    "    def train(self, x_train, y_train, epochs=100, learning_rate=0.01, batch_size=32):\n",
    "        \"\"\"_summary_\n",
    "        训练RNN模型\n",
    "        Args:\n",
    "            x_train (list): 训练输入序列，形状为 [(num_samples, T, input_size)]\n",
    "            y_train (list): 训练目标序列，形状为 [(num_samples, T, output_size)]\n",
    "            epochs (int): 训练轮数\n",
    "            learning_rate (float): 学习率\n",
    "            batch_size (int): 批次大小\n",
    "        Returns:\n",
    "            list: 每轮的平均损失\n",
    "        \"\"\"\n",
    "        losses = []\n",
    "        num_samples = len(x_train)\n",
    "\n",
    "        for epoch in range(epochs):\n",
    "            epoch_loss = 0\n",
    "            # 随机打乱数据\n",
    "            indices = np.random.permutation(num_samples)\n",
    "\n",
    "            for i in range(0, num_samples, batch_size):\n",
    "                batch_indices = indices[i : min(i + batch_size, num_samples)]\n",
    "\n",
    "                for idx in batch_indices:\n",
    "                    x = x_train[idx]  # (T, input_size)\n",
    "                    y = y_train[idx]  # (T, output_size)\n",
    "\n",
    "                    # 初始化隐藏状态\n",
    "                    h = [np.zeros((1, self.Whh.shape[0]))]\n",
    "\n",
    "                    # 前向传播\n",
    "                    for t in range(len(x)):\n",
    "                        ht, yt = self.forward(x[t], h[-1])\n",
    "                        h.append(ht)\n",
    "\n",
    "                    # 反向传播\n",
    "                    loss = self.backward(x, y, h, learning_rate)\n",
    "                    epoch_loss += loss\n",
    "\n",
    "                # 平均批次损失\n",
    "                epoch_loss /= len(batch_indices)\n",
    "\n",
    "            losses.append(epoch_loss)\n",
    "            if (epoch + 1) % 10 == 0:\n",
    "                print(f\"Epoch {epoch + 1}/{epochs}, Loss: {epoch_loss:.6f}\")\n",
    "\n",
    "        return losses\n",
    "\n",
    "    def evaluate(self, x_test, y_test):\n",
    "        \"\"\"_summary_\n",
    "        评估RNN模型\n",
    "        Args:\n",
    "            x_test (list): 测试输入序列，形状为 [(num_samples, T, input_size)]\n",
    "            y_test (list): 测试目标序列，形状为 [(num_samples, T, output_size)]\n",
    "        Returns:\n",
    "            float: 测试集上的平均MSE损失\n",
    "        \"\"\"\n",
    "        total_loss = 0\n",
    "        num_samples = len(x_test)\n",
    "\n",
    "        for i in range(num_samples):\n",
    "            x = x_test[i]  # (T, input_size)\n",
    "            y = y_test[i]  # (T, output_size)\n",
    "\n",
    "            # 初始化隐藏状态\n",
    "            h = np.zeros((1, self.Whh.shape[0]))\n",
    "            loss = 0\n",
    "\n",
    "            # 前向传播\n",
    "            for t in range(len(x)):\n",
    "                h, yt = self.forward(x[t], h)\n",
    "                dy = yt - y[t]\n",
    "                loss += np.mean(dy**2) / 2\n",
    "\n",
    "            total_loss += loss\n",
    "\n",
    "        return total_loss / num_samples"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "19e579ae",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 10/50, Loss: 0.823028\n",
      "Epoch 20/50, Loss: 0.093717\n",
      "Epoch 30/50, Loss: 0.083459\n",
      "Epoch 40/50, Loss: 0.075062\n",
      "Epoch 50/50, Loss: 0.065809\n",
      "Test Loss: 0.523875\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 生成模拟数据（例如，预测正弦波）\n",
    "def generate_sine_wave(num_samples, T, input_size, output_size):\n",
    "    x_data = []\n",
    "    y_data = []\n",
    "    for _ in range(num_samples):\n",
    "        t = np.linspace(0, 10, T)\n",
    "        x = np.sin(t).reshape(T, 1)  # 输入是正弦值\n",
    "        y = np.sin(t + 0.1).reshape(T, 1)  # 输出是稍后的正弦值\n",
    "        x_data.append(x)\n",
    "        y_data.append(y)\n",
    "    return x_data, y_data\n",
    "\n",
    "\n",
    "# 参数\n",
    "input_size = 1\n",
    "hidden_size = 32\n",
    "output_size = 1\n",
    "T = 50\n",
    "num_train = 100\n",
    "num_test = 20\n",
    "\n",
    "# 生成数据\n",
    "x_train, y_train = generate_sine_wave(num_train, T, input_size, output_size)\n",
    "x_test, y_test = generate_sine_wave(num_test, T, input_size, output_size)\n",
    "\n",
    "# 初始化RNN\n",
    "rnn = RNN(input_size, hidden_size, output_size)\n",
    "\n",
    "# 训练\n",
    "losses = rnn.train(x_train, y_train, epochs=50, learning_rate=0.001, batch_size=32)\n",
    "\n",
    "# 评估\n",
    "test_loss = rnn.evaluate(x_test, y_test)\n",
    "print(f\"Test Loss: {test_loss:.6f}\")\n",
    "\n",
    "# 可视化训练损失\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.plot(losses)\n",
    "plt.xlabel(\"Epoch\")\n",
    "plt.ylabel(\"Loss\")\n",
    "plt.title(\"Training Loss\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "206b5e75",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
